Inspiration
We saw the SBV bank bank collapse and thought "How can we prevent this from happening again?"
What it does
Predicts commercial bank deposits by week using machine learning regressions.
How we built it
Scikit-learn machine learning regression models
Challenges we ran into
we don't know javascript :(. also, fitting a model. additionally, the data was kinda messy.
Accomplishments that we're proud of
we fit a regression model to the data with 83% accuracy
What we learned
take time to analyze the data first
What's next ??
linking model to the UI and improving the model fit
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